GUSTAU
CAMPS VALLS

CATEDRÁTICO/A DE UNIVERSIDAD

Toward a Collective Agenda on AI for Earth Science Data Analysis
IEEE Geoscience and Remote Sensing Magazine, Vol. 9, Núm. 2, pp. 88-104

Advances in hyperspectral image classification: Earth monitoring with statistical learning methods
IEEE Signal Processing Magazine, Vol. 31, Núm. 1, pp. 45-54
Explicit recursive and adaptive filtering in reproducing kernel hilbert spaces
IEEE Transactions on Neural Networks and Learning Systems, Vol. 25, Núm. 7, pp. 1413-1419
Principal polynomial analysis
International Journal of Neural Systems, Vol. 24, Núm. 7
Semisupervised manifold alignment of multimodal remote sensing images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 52, Núm. 12, pp. 7708-7720
Spectral adaptation of hyperspectral flight lines using VHR contextual information
International Geoscience and Remote Sensing Symposium (IGARSS)
Unsupervised alignment of image manifolds with centrality measures
Proceedings - International Conference on Pattern Recognition

Domain adaptation with Hidden Markov Random Fields
International Geoscience and Remote Sensing Symposium (IGARSS)
Multi-sensor change detection based on nonlinear canonical correlations
International Geoscience and Remote Sensing Symposium (IGARSS)

Discovering single classes in remote sensing images with active learning
International Geoscience and Remote Sensing Symposium (IGARSS)
Large margin filtering
IEEE Transactions on Signal Processing, Vol. 60, Núm. 2, pp. 648-659
Nonlinear data description with Principal Polynomial Analysis
IEEE International Workshop on Machine Learning for Signal Processing, MLSP
Remote sensing image segmentation by active queries
Pattern Recognition, Vol. 45, Núm. 6, pp. 2180-2192
Semisupervised classification of remote sensing images with active queries
IEEE Transactions on Geoscience and Remote Sensing, Vol. 50, Núm. 10 PART1, pp. 3751-3763
Unsupervised change detection with kernels
IEEE Geoscience and Remote Sensing Letters, Vol. 9, Núm. 6, pp. 1026-1030